Workforce intelligence · Wednesday, Nov 11, 2026

Can your team supervise a read-only agent?

Your AI strategy is only as strong as the workforce behind it. Google's new healthcare agent reads charts but cannot write back, so the people who check its drafts carry the risk VERIFIED C01. Payscale says 40% of employers struggle to find AI-fluent candidates VERIFIED C06. Score your team on the four supervision skills, then see what waiting costs.

Illustrative self-check. Your answers stay in this page and are not sent anywhere. Not legal advice; myndQ does not certify legal compliance. Same scorecard as the Nov 11 Daily Market Scan.

A read-only clinical chart on glass, with a human hand beside an orange checkpoint and a turquoise verification light.

1. The four supervision skills

From myndQ Skills Circuits. Tick a skill only if you could show evidence today: a named person, a tested procedure, and a record you can retrieve. PROPRIETARY · Source C24

Grant entitlement. We know who may give an agent access to a system or data set, and every grant is logged. Halt a run. A named person on each shift can stop the agent in minutes and has practiced it. Retrieve the transcript. For any output, we can pull the prompt, sources cited and reviewer within one business day. Redesign the workflow. Someone owns where the human checkpoint sits and has rewritten the procedure for the agent step.

Readiness: 0 / 100 · Not ready to supervise

2. Cost of waiting

Move the sliders to your numbers. The defaults are assumptions for a 40-person prior-authorization team, not a forecast or a benchmark. Formula: people × admin hours per week × share an agent could draft × 4.33 weeks × months of delay × loaded hourly cost.

People in scope: 40

Admin hours per person per week: 10

Share an agent could draft: 25%

Loaded cost per hour: $55

Months until the team is ready: 6

Hours not yet freed

Value not yet captured

Context: Payscale reports 61% of employees say AI saves them under 10 hours a week, and only 19% say the saved time goes to higher-value work VERIFIED C06. Treat any "hours freed" figure as potential until you measure it.

3. Where the human checkpoints sit

Agent draftsRead-only summary or benefit check with citations. AEGIS Pillar 2 · Inventory

Nurse verifiesChecks each cited line against the chart before use. AEGIS Pillar 4 · Controls & Human Oversight

Physician decidesAny adverse determination stays with a physician reviewer. AEGIS Pillar 4

Halt ownerNamed per shift; stops the agent on a citation mismatch. AEGIS Pillar 6 · Monitoring & Response

EvidenceTranscript, reviewer and decision retrievable for audit. AEGIS Pillar 6

Skills loopAssess, coach, re-assess until evidence is retrievable. myndQ Skills Circuits

Pillar names from the AEGIS operating model PROPRIETARY · Source C23.

4. Next step

Turn this self-check into evidence: the AI Readiness Diagnostic scores governance and workforce together.

Explore Your AI Readiness

Sources

C01 VERIFIED Google Cloud blog, "Gemini for healthcare," Nov 10, 2026. Link
C06 VERIFIED Payscale via GlobeNewswire, AI Workforce Impact Report, Nov 10, 2026 (vendor survey). Link
C23 PROPRIETARY Ariana.Digital, AEGIS operating model. Link
C24 PROPRIETARY myndQ, Skills Circuits and Hiring Intelligence. Link